Conversational memory in itself can be a RAG. There are huge challenges in conversational memory:
| Complexity | Why it is a complexity |
|---|---|
| memory retrieval | another retrieval system |
| memory ranking | relevance conflicts |
| memory embeddings | extra vector store |
| persistence | storage layer |
| stale memories | outdated info |
| contradiction handling | conflicting memory |
| memory contamination | bad past answers reused |
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